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Computer Vision with Deep Learning
An introduction to solving computer vision problems with Deep Learning
Manish Shivanandhan,Machine Learning Engineer, Adappt Ltd.
http://www.manishshivanandhan.com/
About Me
Dropout, Consultant, Data Scientist
Adappt Ltd - Clients include WHO & Curation
Speaker on Web/Machine Learning/Deep Learning Topics
Agenda
Introduction to Deep Learning
Applications of Deep Learning
Solving a computer vision problem
Deep LearningThe art of learning patterns with Neural Networks
X 0 1 2 3 4 5
Y 0 1 4 9 16 25
F(x) = Y = X**2
● Classification, Regression● Supervised, Unsupervised, Reinforcement
Machine Learning Primer
Why Neural Networks?
Amazingly high level of accuracy - Large Data sets needed
Efficient learning models - High processing power
Works only on complex data sets - Fails in simpler cases
Case Study - PRISMA
Applications
Computer Vision - Pattern recognition in images
Creative - Generating text/music/speech
Healthcare - Finding cure for diseases
Computer Vision
Questions?
References & Resources
http://natureofcode.com/
http://neuralnetworksanddeeplearning.com/
https://www.udacity.com/course/deep-learning--ud730http://rodrigob.github.io/
https://www.kaggle.com/
Machine Learning & Deep Learning Community - MLDLC
www.mldlc.xyz
